REPOGEO 报告 · LITE
hesreallyhim/a-list-of-claude-code-agents
默认分支 main · commit 6f5a4726 · 扫描时间 2026/5/30 04:37:42
星标 1,258 · Fork 134
行动计划告诉你下一步要做什么——按影响力排序、可直接复制粘贴的修改。品类可见性是真正的 GEO 测试:当用户向 AI 提一个不带品牌、本应让 hesreallyhim/a-list-of-claude-code-agents 浮出水面的问题时,AI 是真的推荐了你,还是推荐了你的竞品?客观检查验证 AI 引擎最先权衡的那些元数据信号。自指检查判断 AI 是否还认识你的名字。
行动计划 — 可复制粘贴的修复
3 条由 gemini-2.5-flash 生成、按优先级排序的修改。修完后请把对应条目标记为完成。
- hightopics#1Add relevant topics to improve categorization
原因:
复制粘贴的修复claude, ai-agents, code-agents, anthropic, large-language-models, llm-agents, agent-prompts, developer-tools, agent-list, prompt-engineering
- highreadme#2Reposition README opening to clarify the repo's nature as a *list*
原因:
当前This is a list of resources for Claude Code Agents - Initially I hoped to be able to maintain an "awesome-list" with the same level of care and attention that I give to Awesome Claude Code, but currently it's unfeasible, and I don't inend to be a repo-name-squatter, so I've changed the name - I'm happy to share things if people want to submit resources, this already has a small but non-trivial number of stars, but I want to make clear that this is not a curated list, as things currently stand. (Which is not to say these are not very fine resources.)
复制粘贴的修复This repository is a community-curated collection of Claude Code Sub-Agents, providing detailed descriptions and links to specialized AI personas designed for coding tasks with Anthropic's Claude models. Unlike code completion tools or standalone agents, this repo serves as a directory for discovering and understanding various Claude-based coding assistants.
- mediumlicense#3Add a LICENSE file to the repository
原因:
复制粘贴的修复Create a LICENSE file (e.g., MIT or Apache-2.0) in the repository root.
本次扫描解析到的品类 GEO 通道:google/gemini-2.5-flash, deepseek/deepseek-v4-flash
品类可见性 — 真正的 GEO 测试
向 google/gemini-2.5-flash 提出的不带品牌问题。AI 推荐了你,还是推荐了别人?
各模型使用同一组问题 — 切换标签对比回答与排名。
- GitHub Copilot · 被推荐 2 次
- Cursor · 被推荐 2 次
- Tabnine · 被推荐 2 次
- Codeium · 被推荐 2 次
- OpenAI API · 被推荐 2 次
- 品类问题Looking for pre-trained AI agents to help with backend software development tasks.你:未被推荐AI 推荐顺序:
- GitHub Copilot
- Cursor
- Tabnine
- Codeium
- AWS CodeWhisperer
- Google Cloud Code
- OpenAI API
AI 推荐了 7 个替代方案,却始终没点名 hesreallyhim/a-list-of-claude-code-agents。这就是要补上的差距。
查看 AI 完整回答
- 品类问题Need to discover specialized AI assistants for generating Python or TypeScript code.你:未被推荐AI 推荐顺序:
- GitHub Copilot
- Tabnine
- Codeium
- Cursor
- JetBrains AI Assistant
- OpenAI API
- Google Gemini API
AI 推荐了 7 个替代方案,却始终没点名 hesreallyhim/a-list-of-claude-code-agents。这就是要补上的差距。
查看 AI 完整回答
客观检查
针对 AI 引擎最看重的元数据信号的规则审计。
- Metadata completenessfail
建议:
- README presencepass
自指检查
当被直接问到你时,AI 是否还知道你的仓库存在?
- Compared to common alternatives in this category, what is the core differentiator of hesreallyhim/a-list-of-claude-code-agents?passAI 未点名 hesreallyhim/a-list-of-claude-code-agents —— 很可能在说另一个项目
AI 的回答可能信誓旦旦却是错的。请按事实核对:技术栈、目标人群、差异化点是不是和你实际的对得上?
- If a team adopts hesreallyhim/a-list-of-claude-code-agents in production, what risks or prerequisites should they evaluate first?passAI 未点名 hesreallyhim/a-list-of-claude-code-agents —— 很可能在说另一个项目
AI 的回答可能信誓旦旦却是错的。请按事实核对:技术栈、目标人群、差异化点是不是和你实际的对得上?
- In one sentence, what problem does the repo hesreallyhim/a-list-of-claude-code-agents solve, and who is the primary audience?passAI 未点名 hesreallyhim/a-list-of-claude-code-agents —— 很可能在说另一个项目
AI 的回答可能信誓旦旦却是错的。请按事实核对:技术栈、目标人群、差异化点是不是和你实际的对得上?
嵌入你的 GEO 徽章
把这个徽章贴进 hesreallyhim/a-list-of-claude-code-agents 的 README。每次重新扫描都会自动更新,并跳到最新报告——是「我在乎 AI 可发现性」最简单的公开证明。
[](https://repogeo.com/zh/r/hesreallyhim/a-list-of-claude-code-agents)<a href="https://repogeo.com/zh/r/hesreallyhim/a-list-of-claude-code-agents"><img src="https://repogeo.com/badge/hesreallyhim/a-list-of-claude-code-agents.svg" alt="RepoGEO" /></a>订阅 Pro,解锁深度诊断
hesreallyhim/a-list-of-claude-code-agents — 轻量扫描仍免费;本卡列出 Pro 相对轻量的深度额度。
- 深度报告每月 10 次
- 无品牌品类查询5,轻量 2
- 优先行动项8,轻量 3